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Algorithms and Architectures for Parallel Processing

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Cover of 'Algorithms and Architectures for Parallel Processing'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Distributing Data in Real Time Spatial Data Warehouse
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    Chapter 2 Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture
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    Chapter 3 DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets
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    Chapter 4 Embedding Augmented Cubes into Grid Networks for Minimum Wirelength
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    Chapter 5 ELVMC: A Predictive Energy-Aware Algorithm for Virtual Machine Consolidation in Cloud Computing
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    Chapter 6 Design of a Convolutional Neural Network Instruction Set Based on RISC-V and Its Microarchitecture Implementation
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    Chapter 7 Optimizing Accelerator on FPGA for Deep Convolutional Neural Networks
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    Chapter 8 HpQC: A New Efficient Quantum Computing Simulator
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    Chapter 9 Outsourced Privacy-Preserving Reduced SVM Among Multiple Institutions
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    Chapter 10 A Distributed Business-Aware Storage Execution Environment Towards Large-Scale Applications
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    Chapter 11 QoS-Aware and Fault-Tolerant Replica Placement
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    Chapter 12 Neural Network Compression and Acceleration by Federated Pruning
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    Chapter 13 Scalable Aggregation Service for Satellite Remote Sensing Data
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    Chapter 14 Edge-Assisted Federated Learning: An Empirical Study from Software Decomposition Perspective
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    Chapter 15 A Dynamic Partitioning Framework for Edge-Assisted Cloud Computing
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    Chapter 16 Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities
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    Chapter 17 A Novel Clustering-Based Filter Pruning Method for Efficient Deep Neural Networks
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    Chapter 18 Fast Segmentation-Based Object Tracking Model for Autonomous Vehicles
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    Chapter 19 A Data Augmentation-Based Defense Method Against Adversarial Attacks in Neural Networks
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    Chapter 20 User Recruitment with Budget Redistribution in Edge-Aided Mobile Crowdsensing
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    Chapter 21 Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles
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    Chapter 22 A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering
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    Chapter 23 Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint
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    Chapter 24 A Hierarchical-Tree-Based Method for Generative Zero-Shot Learning
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    Chapter 25 Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm
  27. Altmetric Badge
    Chapter 26 I am Smartglasses, and I Can Assist Your Reading
  28. Altmetric Badge
    Chapter 27 CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants
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    Chapter 28 A Quantum Computer Operating System
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    Chapter 29 Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency
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    Chapter 30 MEFE: A Multi-fEature Knowledge Fusion and Evaluation Method Based on BERT
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    Chapter 31 Comparative Analysis of Three Kinds of Laser SLAM Algorithms
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    Chapter 32 Aspect-Level Sentiment Difference Feature Interaction Matching Model Based on Multi-round Decision Mechanism
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    Chapter 33 Horus: An Interference-Aware Resource Manager for Deep Learning Systems
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    Chapter 34 Attribute Bagging-Based Extreme Learning Machine
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    Chapter 35 A Semi-supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain
  37. Altmetric Badge
    Chapter 36 Research Progress of Zero-Shot Learning Beyond Computer Vision
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    Chapter 37 An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union
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    Chapter 38 A Hot/Cold Task Partition for Energy-Efficient Neural Network Deployment on Heterogeneous Edge Device
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    Chapter 39 Towards Energy Efficient Architecture for Spaceborne Neural Networks Computation
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    Chapter 40 Roda: A Flexible Framework for Real-Time On-demand Data Aggregation
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    Chapter 41 Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree
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    Chapter 42 Stochastic Model-Based Quantitative Analysis of Edge UPF Service Dependability
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    Chapter 43 QoE Estimation of DASH-Based Mobile Video Application Using Deep Reinforcement Learning
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    Chapter 44 Modeling and Analyzing for Data Durability Towards Cloud Storage Services
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    Chapter 45 CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems
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    Chapter 46 CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase Based Regularized Dictionary Learning
  48. Altmetric Badge
    Chapter 47 Recommendation with Temporal Dynamics Based on Sequence Similarity Search
  49. Altmetric Badge
    Chapter 48 A Software Stack for Composable Cloud Robotics System
Attention for Chapter 13: Scalable Aggregation Service for Satellite Remote Sensing Data
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Chapter title
Scalable Aggregation Service for Satellite Remote Sensing Data
Chapter number 13
Book title
Algorithms and Architectures for Parallel Processing
Published by
Springer, Cham, October 2020
DOI 10.1007/978-3-030-60239-0_13
Book ISBNs
978-3-03-060238-3, 978-3-03-060239-0
Authors

Jianwu Wang, Xin Huang, Jianyu Zheng, Chamara Rajapakshe, Savio Kay, Lakshmi Kandoor, Thomas Maxwell, Zhibo Zhang, Wang, Jianwu, Huang, Xin, Zheng, Jianyu, Rajapakshe, Chamara, Kay, Savio, Kandoor, Lakshmi, Maxwell, Thomas, Zhang, Zhibo

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 50%
Professor > Associate Professor 1 50%
Readers by discipline Count As %
Computer Science 1 50%
Physics and Astronomy 1 50%